{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "b10ffa0e-4f06-41cc-ac5c-494e8cca8de4",
   "metadata": {},
   "source": [
    "## 作业要求\n",
    "\n",
    "1. 读取长沙市某年5月份的气温数据（changsha.csv），按照时间顺序绘制成折线图\n",
    "2. \"highest\"为当天最高气温,\"lowest\"为当天最低气温\n",
    "3. 使用圆点表示数据点\n",
    "4. x轴是是时间，y轴是温度，要求图中有具体刻度\n",
    "5. x轴的标题是\"时间（天）\"，y轴的标题是”气温（摄氏度）“\n",
    "6. 图标题是”长沙5月份气温走势图“"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "14b3db1e-e772-473e-83b0-05128f276269",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-13T09:05:49.654888Z",
     "iopub.status.busy": "2022-06-13T09:05:49.654616Z",
     "iopub.status.idle": "2022-06-13T09:05:50.456249Z",
     "shell.execute_reply": "2022-06-13T09:05:50.455366Z",
     "shell.execute_reply.started": "2022-06-13T09:05:49.654829Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# 导入通用包\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "\n",
    "# 导入字体管理包\n",
    "from matplotlib import font_manager\n",
    "\n",
    "# 创建字体管理对象，指向具体的字体文件\n",
    "font = font_manager.FontProperties(\n",
    "    fname=\"/System/Library/Fonts/STHeiti Light.ttc\", size=12, weight=4\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "5ab006dc-60f5-49f1-a5cc-37876ee328a8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-13T09:05:52.718232Z",
     "iopub.status.busy": "2022-06-13T09:05:52.717895Z",
     "iopub.status.idle": "2022-06-13T09:05:52.740237Z",
     "shell.execute_reply": "2022-06-13T09:05:52.739473Z",
     "shell.execute_reply.started": "2022-06-13T09:05:52.718208Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>highest</th>\n",
       "      <th>lowest</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>26</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>21</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>26</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>26</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>22</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   highest  lowest\n",
       "0       26      17\n",
       "1       21      13\n",
       "2       26      17\n",
       "3       26      18\n",
       "4       22      18"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 读取数据\n",
    "data = pd.read_csv(\"changsha.csv\")\n",
    "data.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a398df71-f4aa-486b-816b-8b39296a1619",
   "metadata": {},
   "source": [
    "### 参考代码一："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "af2b3e2b-4eff-49f5-9019-452f2c504851",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-13T09:05:54.644631Z",
     "iopub.status.busy": "2022-06-13T09:05:54.644299Z",
     "iopub.status.idle": "2022-06-13T09:05:55.112659Z",
     "shell.execute_reply": "2022-06-13T09:05:55.111873Z",
     "shell.execute_reply.started": "2022-06-13T09:05:54.644607Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x480 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 创建画板\n",
    "plt.figure(figsize=(10,4), dpi=120)\n",
    "# 设置画风\n",
    "plt.style.use(\"seaborn-bright\")\n",
    "# 设置绘制数据\n",
    "plt.plot(data,marker=\"o\", linestyle=\"--\", linewidth=0.5)\n",
    "# 设置表名\n",
    "plt.title(\"长沙5月份气温走势图\", font_properties=font)\n",
    "# 设置x轴标签\n",
    "plt.xlabel(\"时间（天）\", font_properties=font)\n",
    "# 设置y轴标签\n",
    "plt.ylabel(\"气温（℃）\", font_properties=font)\n",
    "# 设置x轴刻度\n",
    "plt.xticks(np.arange(31),np.arange(1,32))\n",
    "# 设置注释\n",
    "for column in data.columns:\n",
    "    for index,value in enumerate(data[column]):\n",
    "        plt.annotate(value,xy=(index,value),xytext=(index+0.1,value+0.5))\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4b9ddae3-dfbc-465b-9589-c91c539be7af",
   "metadata": {},
   "source": [
    "### 参考代码二："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b70f5a18-1923-4ca0-a8a0-48fc0ed7f936",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-13T09:05:57.868577Z",
     "iopub.status.busy": "2022-06-13T09:05:57.868021Z",
     "iopub.status.idle": "2022-06-13T09:05:58.333715Z",
     "shell.execute_reply": "2022-06-13T09:05:58.333260Z",
     "shell.execute_reply.started": "2022-06-13T09:05:57.868554Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x480 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 创建画板\n",
    "plt.figure(figsize=(10,4), dpi=120)\n",
    "# 设置画风\n",
    "plt.style.use(\"bmh\")\n",
    "# 设置绘制数据\n",
    "plt.plot(data[\"highest\"],\"o--r\",linewidth=.5)\n",
    "plt.plot(data[\"lowest\"],\"o--b\",linewidth=.5)\n",
    "# 设置表名\n",
    "plt.title(\"长沙5月份气温走势图\", font_properties=font)\n",
    "# 设置x轴标签\n",
    "plt.xlabel(\"时间（天）\", font_properties=font)\n",
    "# 设置y轴标签\n",
    "plt.ylabel(\"气温（℃）\", font_properties=font)\n",
    "# 设置x轴刻度\n",
    "plt.xticks(np.arange(31),np.arange(1,32))\n",
    "# 设置注释\n",
    "for column in data.columns:\n",
    "    for index,value in enumerate(data[column]):\n",
    "        plt.annotate(value,xy=(index,value),xytext=(index+0.1,value+0.5))\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "5b59b41d-46b6-4f70-8ca5-ab37900121dc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-13T08:45:46.056796Z",
     "iopub.status.busy": "2022-06-13T08:45:46.056451Z",
     "iopub.status.idle": "2022-06-13T08:45:46.064603Z",
     "shell.execute_reply": "2022-06-13T08:45:46.063382Z",
     "shell.execute_reply.started": "2022-06-13T08:45:46.056770Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Solarize_Light2',\n",
       " '_classic_test_patch',\n",
       " '_mpl-gallery',\n",
       " '_mpl-gallery-nogrid',\n",
       " 'bmh',\n",
       " 'classic',\n",
       " 'dark_background',\n",
       " 'fast',\n",
       " 'fivethirtyeight',\n",
       " 'ggplot',\n",
       " 'grayscale',\n",
       " 'seaborn',\n",
       " 'seaborn-bright',\n",
       " 'seaborn-colorblind',\n",
       " 'seaborn-dark',\n",
       " 'seaborn-dark-palette',\n",
       " 'seaborn-darkgrid',\n",
       " 'seaborn-deep',\n",
       " 'seaborn-muted',\n",
       " 'seaborn-notebook',\n",
       " 'seaborn-paper',\n",
       " 'seaborn-pastel',\n",
       " 'seaborn-poster',\n",
       " 'seaborn-talk',\n",
       " 'seaborn-ticks',\n",
       " 'seaborn-white',\n",
       " 'seaborn-whitegrid',\n",
       " 'tableau-colorblind10']"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 查看所有可用style\n",
    "plt.style.available"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
